Changes in metabolite levels as detected by LC-MS in the combined gender model. Assignments were confirmed by MS/MS. Where individual fatty acids are not specified it was not possible to definitively identify the lipid beyond head group, total chain length and degree of unsaturation. Unknowns 1 and 2 are hydrophobic molecules with a retention time of 7.41 and 6.75 minutes and mass (M+NH4+) of 880.65 and 812.6; both of these unknowns have a fragment ion of 197 Da. Similar changes were detected in the individual gender models. Note it cannot be determined with certainty which fatty acids are in a given position from the fragmentation patterns.